{ "best_metric": null, "best_model_checkpoint": null, "epoch": 13.0, "eval_steps": 500, "global_step": 1053, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_Claim": { "f1-score": 0.5254768748366867, "precision": 0.5768789443488239, "recall": 0.4824856046065259, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.7984361424847959, "precision": 0.7495921696574225, "recall": 0.854089219330855, "support": 2152.0 }, "eval_O": { "f1-score": 0.9990277532260916, "precision": 0.9988511841640155, "recall": 0.9992043847241867, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8854183656825966, "precision": 0.8719781543651113, "recall": 0.8992793837488611, "support": 12073.0 }, "eval_accuracy": 0.8755765022723447, "eval_loss": 0.28303390741348267, "eval_macro avg": { "f1-score": 0.8020897840575427, "precision": 0.7993251131338432, "recall": 0.8087646481026072, "support": 29705.0 }, "eval_runtime": 4.8106, "eval_samples_per_second": 16.63, "eval_steps_per_second": 2.079, "eval_weighted avg": { "f1-score": 0.8718761173649596, "precision": 0.8700202202343714, "recall": 0.8755765022723447, "support": 29705.0 }, "step": 81 }, { "epoch": 2.0, "eval_Claim": { "f1-score": 0.5578782336033447, "precision": 0.6124497991967871, "recall": 0.5122360844529751, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.784421283598464, "precision": 0.9571619812583668, "recall": 0.6644981412639405, "support": 2152.0 }, "eval_O": { "f1-score": 0.9998674150351351, "precision": 0.9997348652231551, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8977749872463995, "precision": 0.8530201342281879, "recall": 0.9474861260664292, "support": 12073.0 }, "eval_accuracy": 0.8859114627167144, "eval_loss": 0.27363118529319763, "eval_macro avg": { "f1-score": 0.8099854798708358, "precision": 0.8555916949766242, "recall": 0.7810550879458362, "support": 29705.0 }, "eval_runtime": 4.7727, "eval_samples_per_second": 16.762, "eval_steps_per_second": 2.095, "eval_weighted avg": { "f1-score": 0.8807489883812781, "precision": 0.8826802296805741, "recall": 0.8859114627167144, "support": 29705.0 }, "step": 162 }, { "epoch": 3.0, "eval_Claim": { "f1-score": 0.64760736196319, "precision": 0.6627322953289804, "recall": 0.6331573896353166, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9016018306636155, "precision": 0.8881875563570785, "recall": 0.9154275092936803, "support": 2152.0 }, "eval_O": { "f1-score": 0.9996904982977407, "precision": 1.0, "recall": 0.9993811881188119, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8982820417748115, "precision": 0.8936065573770492, "recall": 0.9030067091857865, "support": 12073.0 }, "eval_accuracy": 0.9027436458508669, "eval_loss": 0.22585685551166534, "eval_macro avg": { "f1-score": 0.8617954331748394, "precision": 0.861131602265777, "recall": 0.8627431990583988, "support": 29705.0 }, "eval_runtime": 4.8003, "eval_samples_per_second": 16.666, "eval_steps_per_second": 2.083, "eval_weighted avg": { "f1-score": 0.9019670975035187, "precision": 0.9013351218793044, "recall": 0.9027436458508669, "support": 29705.0 }, "step": 243 }, { "epoch": 4.0, "eval_Claim": { "f1-score": 0.6477602966229081, "precision": 0.5561865427637239, "recall": 0.7754318618042226, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.8984409799554566, "precision": 0.8627031650983746, "recall": 0.9372676579925651, "support": 2152.0 }, "eval_O": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.861495720750997, "precision": 0.9384029675907849, "recall": 0.7962395427814131, "support": 12073.0 }, "eval_accuracy": 0.8811311227066151, "eval_loss": 0.32341843843460083, "eval_macro avg": { "f1-score": 0.8519242493323405, "precision": 0.8393231688632209, "recall": 0.8772347656445502, "support": 29705.0 }, "eval_runtime": 4.7708, "eval_samples_per_second": 16.769, "eval_steps_per_second": 2.096, "eval_weighted avg": { "f1-score": 0.8869263673393438, "precision": 0.9027457246003854, "recall": 0.8811311227066151, "support": 29705.0 }, "step": 324 }, { "epoch": 5.0, "eval_Claim": { "f1-score": 0.6188788236838649, "precision": 0.6833864888373442, "recall": 0.5654990403071017, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.909733679000707, "precision": 0.9230033476805356, "recall": 0.8968401486988847, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999558011049724, "precision": 0.9999116061168567, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8978936810431294, "precision": 0.8706816059757236, "recall": 0.9268615919821088, "support": 12073.0 }, "eval_accuracy": 0.9018347079616226, "eval_loss": 0.3072384297847748, "eval_macro avg": { "f1-score": 0.8566154962081685, "precision": 0.8692457621526151, "recall": 0.8473001952470238, "support": 29705.0 }, "eval_runtime": 4.7922, "eval_samples_per_second": 16.694, "eval_steps_per_second": 2.087, "eval_weighted avg": { "f1-score": 0.8984684143294738, "precision": 0.8974043833368577, "recall": 0.9018347079616226, "support": 29705.0 }, "step": 405 }, { "epoch": 6.0, "eval_Claim": { "f1-score": 0.620837537840565, "precision": 0.6545212765957447, "recall": 0.5904510556621881, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.8993613741466637, "precision": 0.8547509418166597, "recall": 0.9488847583643123, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999558011049724, "precision": 0.9999116061168567, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8931567692054615, "precision": 0.8869558114841134, "recall": 0.8994450426571688, "support": 12073.0 }, "eval_accuracy": 0.8979633058407676, "eval_loss": 0.3634909987449646, "eval_macro avg": { "f1-score": 0.8533278705744156, "precision": 0.8490349090033436, "recall": 0.8596952141709173, "support": 29705.0 }, "eval_runtime": 4.7765, "eval_samples_per_second": 16.749, "eval_steps_per_second": 2.094, "eval_weighted avg": { "f1-score": 0.8960665959131486, "precision": 0.8950239457358053, "recall": 0.8979633058407676, "support": 29705.0 }, "step": 486 }, { "epoch": 6.17, "grad_norm": 9.48759651184082, "learning_rate": 1.7530864197530865e-05, "loss": 0.214, "step": 500 }, { "epoch": 7.0, "eval_Claim": { "f1-score": 0.6812872467222885, "precision": 0.6769303647560397, "recall": 0.685700575815739, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9276377217553688, "precision": 0.9319887429643527, "recall": 0.9233271375464684, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999115983026874, "precision": 0.9999115983026874, "recall": 0.9999115983026874, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.9017086927670869, "precision": 0.9029819752471135, "recall": 0.9004389961070156, "support": 12073.0 }, "eval_accuracy": 0.9098468271334792, "eval_loss": 0.3468942642211914, "eval_macro avg": { "f1-score": 0.8776363148868579, "precision": 0.8779531703175483, "recall": 0.8773445769429775, "support": 29705.0 }, "eval_runtime": 4.7913, "eval_samples_per_second": 16.697, "eval_steps_per_second": 2.087, "eval_weighted avg": { "f1-score": 0.9100559053806798, "precision": 0.910277290769933, "recall": 0.9098468271334792, "support": 29705.0 }, "step": 567 }, { "epoch": 8.0, "eval_Claim": { "f1-score": 0.6928905033731187, "precision": 0.6105725260654838, "recall": 0.8008637236084453, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9302433371958285, "precision": 0.9278779472954231, "recall": 0.9326208178438662, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999115904871364, "precision": 1.0, "recall": 0.9998231966053748, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8820387074174622, "precision": 0.9356247097073851, "recall": 0.8342582622380519, "support": 12073.0 }, "eval_accuracy": 0.8997475172529877, "eval_loss": 0.40174800157546997, "eval_macro avg": { "f1-score": 0.8762710346183864, "precision": 0.868518795767073, "recall": 0.8918915000739345, "support": 29705.0 }, "eval_runtime": 4.7722, "eval_samples_per_second": 16.764, "eval_steps_per_second": 2.095, "eval_weighted avg": { "f1-score": 0.9038782866839282, "precision": 0.9139692560686062, "recall": 0.8997475172529877, "support": 29705.0 }, "step": 648 }, { "epoch": 9.0, "eval_Claim": { "f1-score": 0.6602241979126401, "precision": 0.7130531589201224, "recall": 0.6146833013435701, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9052154195011338, "precision": 0.8839681133746679, "recall": 0.9275092936802974, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999558011049724, "precision": 0.9999116061168567, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.9072885349800925, "precision": 0.8903596204449405, "recall": 0.9248736850824153, "support": 12073.0 }, "eval_accuracy": 0.910149806429894, "eval_loss": 0.4713464379310608, "eval_macro avg": { "f1-score": 0.8681709883747097, "precision": 0.8718231247141469, "recall": 0.8667665700265708, "support": 29705.0 }, "eval_runtime": 4.7731, "eval_samples_per_second": 16.761, "eval_steps_per_second": 2.095, "eval_weighted avg": { "f1-score": 0.9077607320175198, "precision": 0.9067368029754924, "recall": 0.910149806429894, "support": 29705.0 }, "step": 729 }, { "epoch": 10.0, "eval_Claim": { "f1-score": 0.6952499153785399, "precision": 0.6562300319488817, "recall": 0.7392034548944337, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9103908484270734, "precision": 0.9344422700587084, "recall": 0.887546468401487, "support": 2152.0 }, "eval_O": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.9012517385257303, "precision": 0.9174532349407929, "recall": 0.8856125238134681, "support": 12073.0 }, "eval_accuracy": 0.9087695674128935, "eval_loss": 0.4968256950378418, "eval_macro avg": { "f1-score": 0.8767231255828358, "precision": 0.8770313842370958, "recall": 0.8780906117773473, "support": 29705.0 }, "eval_runtime": 4.7941, "eval_samples_per_second": 16.687, "eval_steps_per_second": 2.086, "eval_weighted avg": { "f1-score": 0.9106135328171674, "precision": 0.9134657277821738, "recall": 0.9087695674128935, "support": 29705.0 }, "step": 810 }, { "epoch": 11.0, "eval_Claim": { "f1-score": 0.6796779702366431, "precision": 0.6913151364764268, "recall": 0.668426103646833, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9301903898458749, "precision": 0.9079646017699115, "recall": 0.9535315985130112, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999558011049724, "precision": 0.9999116061168567, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.901923474663909, "precision": 0.9008428358948934, "recall": 0.9030067091857865, "support": 12073.0 }, "eval_accuracy": 0.9106884362901868, "eval_loss": 0.5864725708961487, "eval_macro avg": { "f1-score": 0.8779369089628499, "precision": 0.8750085450645222, "recall": 0.8812411028364077, "support": 29705.0 }, "eval_runtime": 4.8031, "eval_samples_per_second": 16.656, "eval_steps_per_second": 2.082, "eval_weighted avg": { "f1-score": 0.9101191594213591, "precision": 0.9096858090555641, "recall": 0.9106884362901868, "support": 29705.0 }, "step": 891 }, { "epoch": 12.0, "eval_Claim": { "f1-score": 0.697112745636184, "precision": 0.6425824731835661, "recall": 0.7617562380038387, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9365296803652968, "precision": 0.920556552962298, "recall": 0.9530669144981413, "support": 2152.0 }, "eval_O": { "f1-score": 1.0, "precision": 1.0, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.8923037300940034, "precision": 0.9260513186029936, "recall": 0.8609293464756067, "support": 12073.0 }, "eval_accuracy": 0.9066487123379903, "eval_loss": 0.5556066632270813, "eval_macro avg": { "f1-score": 0.8814865390238711, "precision": 0.8722975861872144, "recall": 0.8939381247443967, "support": 29705.0 }, "eval_runtime": 4.7999, "eval_samples_per_second": 16.667, "eval_steps_per_second": 2.083, "eval_weighted avg": { "f1-score": 0.9091318205481447, "precision": 0.9140393543072853, "recall": 0.9066487123379903, "support": 29705.0 }, "step": 972 }, { "epoch": 12.35, "grad_norm": 3.987734794616699, "learning_rate": 1.506172839506173e-05, "loss": 0.0252, "step": 1000 }, { "epoch": 13.0, "eval_Claim": { "f1-score": 0.6895428929242329, "precision": 0.7212470526591565, "recall": 0.6605086372360844, "support": 4168.0 }, "eval_MajorClaim": { "f1-score": 0.9265742214139577, "precision": 0.9069870939029817, "recall": 0.9470260223048327, "support": 2152.0 }, "eval_O": { "f1-score": 0.9999558011049724, "precision": 0.9999116061168567, "recall": 1.0, "support": 11312.0 }, "eval_Premise": { "f1-score": 0.9083234293676489, "precision": 0.8989292667099286, "recall": 0.917916010933488, "support": 12073.0 }, "eval_accuracy": 0.9151657970038714, "eval_loss": 0.5547633767127991, "eval_macro avg": { "f1-score": 0.8810990862027029, "precision": 0.8817687548472308, "recall": 0.8813626676186013, "support": 29705.0 }, "eval_runtime": 4.8002, "eval_samples_per_second": 16.666, "eval_steps_per_second": 2.083, "eval_weighted avg": { "f1-score": 0.9138424940934561, "precision": 0.9130371003853032, "recall": 0.9151657970038714, "support": 29705.0 }, "step": 1053 } ], "logging_steps": 500, "max_steps": 4050, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 1869253525448400.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }